Yep that's it! it's the last stop on the route they have marked out as you walk through the palace grounds. Didn't see the Gatlin gun, but I WAS distracted by all the steel.
The museum is the first thing you hit after buying the tickets just before you enter the ticket taking area, it's easy to walk right past it as you follow the line going to the turnstyle but don't it is fabulous.